[ Panoply Reviews ](https://www.g2.com/products/panoply/reviews) [ Panoply Reviews ](https://www.g2.com/products/panoply/reviews) # Panoply Features ##### ## Management (2) Reporting View ETL process data via reports and visualizations like charts and graphs. Auditing Record ETL historical data for auditing and potential data correction needs. Show More ##### ## Functionality (5) Extraction Extract data from the designated source(s) like relational databases, JSON files, and XML files. Transformation Cleanse and re-format extracted data to the needed target format. Loading Load reformatted data into target database, data warehouse, or other storage location. Automation Arrange ETL processes to occur automatically on needed time schedule (e.g., daily, weekly, monthly). Scalability Capable of scaling processing power up or down based on ETL volume. Show More ##### ## Data Management (6) Data Integration Consolidates, Cleanses and Normalizes data from multiple disparate sources. Data Compression Helps save storage capacity and improves query performance. Data Quality Eliminates data inconsistency and duplications ensuring data integrity. Built-In Data Analytics SQL based analytics functions like Time series, pattern matching, geospatial analytics etc. In-Database Machine Learning Provides built in capabilities like machine learning algorithms, data preparation functions, model evaluation and management etc. Data Lake Analytics Allows data querying across data formats like parquet, ORC, JSON etc and analyze complex data types on HDFS Show More ##### ## Integration (3) AI/ ML Integration Integrates with data science workflows, Machine Learning and artificial intelligence (AI) capabilities. BI Tool Integration Integrates with BI Tools to transform data into Actionable Insights. Data lake Integration Provides speed in data processing and capturing unstructured, semi-structured and streaming data. Show More ##### ## Deployment (2) On-Premise Provides On-Premise deployment options. Cloud Provides Cloud deployment options (private or public cloud, hybrid cloud). Show More ##### ## Performance (1) Scalability Manages huge volumes of data, upscale or downscale as per demand. Show More ##### ## Security (2) Data Governance Policies, procedures and standards to manage and access data. Data Security Restricts data access at a cell level, mask or hide parts of cells, and encrypt data at rest and in motion Show More ##### ## Generative AI (2) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ## Top-Rated Alternatives [ ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") Google Cloud BigQuery 4.5/5(1,223) ](https://www.g2.com/products/google-cloud-bigquery/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(761) ](https://www.g2.com/products/snowflake/reviews) [ ![Amazon Redshift](https://images.g2crowd.com/uploads/product/hd_favicon/1528476479/amazon-redshift.svg "Amazon Redshift") Amazon Redshift 4.3/5(404) ](https://www.g2.com/products/amazon-redshift/reviews) [ View All Alternatives ](https://www.g2.com/products/panoply/competitors/alternatives) Panoply Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.5/5(761) [ Compare Now ](https://www.g2.com/compare/panoply-vs-snowflake) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift 4.3/5(404) [ Compare Now ](https://www.g2.com/compare/amazon-redshift-vs-panoply) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_96b275379465d759df5bffd0099d849a/google-cloud-bigquery.png "Product Avatar Image") BigQuery 4.5/5(1,223) [ Compare Now ](https://www.g2.com/compare/google-cloud-bigquery-vs-panoply) ##### Categories on G2 [ ETL Tools ](https://www.g2.com/categories/etl-tools)[ Data Warehouse ](https://www.g2.com/categories/data-warehouse) ##### Explore More [ Best tools for integrating product catalogs with marketplaces ](https://www.g2.com/discussions/best-tools-for-integrating-product-catalogs-with-marketplaces)[ Which iPaaS is best for linking my business apps together ](https://www.g2.com/discussions/which-ipaas-is-best-for-linking-my-business-apps-together)[ Recommended revenue operations intelligence tools ](https://www.g2.com/discussions/recommended-revenue-operations-intelligence-tools-for-scaling-teams) [ Medium of Exchange ](https://www.g2.com/glossary/medium-of-exchange-definition)[ Which salary benchmarking tools are trusted by HR professionals and compensation managers for making pay decisions they can actually defend to leadership? ](https://www.g2.com/discussions/which-salary-benchmarking-tools-are-trusted-by-hr-professionals-and-compensation-managers-for-making-pay-decisions-they-can-actually-defend-to-leadership)[ Pros and Cons Details ](https://www.g2.com/products/panoply/reviews?qs=pros-and-cons) Show More [ Best tools for integrating product catalogs with marketplaces ](https://www.g2.com/discussions/best-tools-for-integrating-product-catalogs-with-marketplaces)[ Which iPaaS is best for linking my business apps together ](https://www.g2.com/discussions/which-ipaas-is-best-for-linking-my-business-apps-together)[ Recommended revenue operations intelligence tools ](https://www.g2.com/discussions/recommended-revenue-operations-intelligence-tools-for-scaling-teams) [ Medium of Exchange ](https://www.g2.com/glossary/medium-of-exchange-definition)[ Which salary benchmarking tools are trusted by HR professionals and compensation managers for making pay decisions they can actually defend to leadership? ](https://www.g2.com/discussions/which-salary-benchmarking-tools-are-trusted-by-hr-professionals-and-compensation-managers-for-making-pay-decisions-they-can-actually-defend-to-leadership)[ Pros and Cons Details ](https://www.g2.com/products/panoply/reviews?qs=pros-and-cons)